Preparatory Course for Certified AI Ops Foundation
Prepare for Certified AI Ops Foundation with foundational knowledge in AI operations and management practices.
Course Fee
S$1380
Up to 70% funding available
Course Information
Why Choose Garranto Academy for Your Certified AI Ops Foundation Preparation?
Choose Garranto Academy’s Certified AI Ops Foundation preparatory course to access a cutting-edge curriculum, expert instructors, and hands-on learning experiences, ensuring you are well-equipped to excel in the dynamic field of AI operations.
Course Overview
The AI Ops Foundation certification training course offers a comprehensive two-day journey tailored for BFSI professionals, equipping participants with essential knowledge and skills in the evolving landscape of AIOps. The course covers foundational principles and core technologies underpinning AIOps, including big data analytics and machine learning algorithms. It focuses on enhancing monitoring, analysis, and management of complex IT environments in banking, financial services, and insurance. By completing this certification, participants validate their understanding of AIOps and its role in digital transformation, enabling them to drive tangible business value.
Course Objectives
- Gain a thorough understanding of AIOps in the BFSI sector.
- Learn to apply AI and automation techniques for IT operations.
- Explore core technologies such as big data analytics and machine learning in BFSI.
- Understand the integration of AIOps in BFSI operations.
- Acquire practical strategies for AIOps implementation.
- Analyze real-world AIOps case studies in BFSI.
- Engage with BFSI professionals and industry experts.
- Enhance monitoring, analysis, and management of IT environments.
- Improve operational efficiency and drive business value in BFSI.
Prerequisites
- Foundational understanding of banking, financial services, and insurance operations.
- Basic knowledge of IT fundamentals.
- Understanding of data analytics concepts and techniques.
- Prior experience in IT operations or technology management in BFSI organizations is beneficial.
- No mandatory prerequisites, though prior related experience is recommended.
Course Outline
Day 1
Module 1: AIOps Foundation
- Introduction to AIOps
- Key concepts and terminologies
- Benefits and challenges
Module 2: AIOps in the Organization
- AIOps adoption trends
- AIOps maturity model
- AIOps implementation strategies
Module 3: Core Technologies – Data
- Data collection methods
- Data preprocessing techniques
- Data quality and governance
Module 4: Core Technologies – Machine Learning
- Introduction to machine learning in AIOps
- ML algorithms for anomaly detection
- ML model evaluation and optimization
Day 2
Module 5: AIOps and Operations Metrics
- Key performance indicators (KPIs) in AIOps
- AIOps impact on operational efficiency
- Metrics-driven decision-making
Module 6: AIOps Use Cases and Organizational Mindset
- Use cases for AIOps across industries
- Building a culture of data-driven decision-making
- Overcoming resistance to change
Module 7: Evaluating AIOps Impact
- Measuring return on investment (ROI) for AIOps
- Impact on incident response and resolution
- Continuous improvement and feedback loops
Module 8: Implementing AIOps in the Organization
- Planning and preparing for AIOps implementation
- Integrating AIOps with existing tools and processes
- Best practices and common pitfalls to avoid
Final Assessment
Assessment of knowledge and skills acquired during the training program.
Course Outcomes
- Gain a thorough understanding of AIOps principles in BFSI IT operations.
- Learn to leverage AI and automation for monitoring and management.
- Understand how to integrate AIOps solutions into BFSI operations.
- Explore core AIOps technologies such as big data analytics and machine learning algorithms.
- Acquire practical strategies for deploying AIOps solutions.
- Develop proficiency in enhancing monitoring and analysis in BFSI IT environments.
- Obtain skills for maintaining AIOps solutions within BFSI organizations.
- Achieve certification for leveraging AIOps technologies in BFSI settings.
Key Benefits of Preparing for Certified AI Ops Foundation
Prepare for success with our Certified AI Ops Foundation preparatory course by gaining a deep understanding of AI operations, methodologies, and best practices for streamlined AI implementation.
How Certified AI Ops Foundation Prep Course Can Revolutionize Your AI Operations Knowledge?
Experience a transformative shift in your AI operations expertise as the Certified AI Ops Foundation preparatory course enhances your understanding of AI lifecycle management, governance, and operational excellence.
What You'll Learn
Course Fee & IBF Subsidies
| Category | Individual | Company |
|---|---|---|
| Full Course Fee (For Foreigners & non-eligible) | S$1380 | S$1380 |
| 50% IBF Funding (SC aged ≤39 / All PRs) | S$690.00 | S$690.00 |
| 70% IBF Funding (SC aged ≥40) | S$414.00 | S$414.00 |
By enrolling in this course, you agree to our terms and conditions.
Facilities & Equipment
Virtual Training
- Electronic materials
- IT support for software & hardware
- Administrative support
Face-to-Face Training
- Air-conditioned classroom
- Meals & refreshments provided
- Projector & smart board
- Stationery provided